StyleGAN2-ADA

This is an implementation of Image2StyleGAN embedding algorithm and various experiments using StyleGAN2-ADA as backbone.

Acknowledgement

This project is a part of my internship at King Adbullah University of Science and Technology(KAUST) under the supervision of Professor Peter Wonka

References

Model details and custom CUDA kernel codes are from official repostiories: https://github.com/NVlabs/stylegan2

Codes for Learned Perceptual Image Patch Similarity, LPIPS came from https://github.com/richzhang/PerceptualSimilarity

The code for the backbone architecture based on StyleGAN2 was taken from https://github.com/rosinality/stylegan2-pytorch

Pre-trained Model

The pre-trained weights file used for all experiments can be found here: Google Drive If you need any additional information, please feel free to contact me.

Experimental Results

Stay tuned for some more results on various experimental results.